The Use of Cluster Analysis in Physical Data Base Design.
Jeffrey A. Hoffer, Dennis G. Severance:
The Use of Cluster Analysis in Physical Data Base Design.
VLDB 1975: 69-86@inproceedings{DBLP:conf/vldb/HofferS75,
author = {Jeffrey A. Hoffer and
Dennis G. Severance},
editor = {Douglas S. Kerr},
title = {The Use of Cluster Analysis in Physical Data Base Design},
booktitle = {Proceedings of the International Conference on Very Large Data
Bases, September 22-24, 1975, Framingham, Massachusetts, USA},
publisher = {ACM},
year = {1975},
pages = {69-86},
ee = {db/conf/vldb/HofferS75.html},
crossref = {DBLP:conf/vldb/75},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
BibTeX
Abstract
The physical structure and relative placement of information elements
within a data base is critical for the efficient design of a computerized
information system which is shared by a community of users. Traditionally
the selection among alternative structural designs has been handled largely
via heuristics. Recent research has shown that a number of significant
design problems can be stated mathematically as nonlinear, integer, zero-one programming problems. In concept, therefore, mathematical programming
algorithms can be used to determine "optimal" data base designs. In
practice, one finds that realistic problems of even modest size are
computationally infeasible. This paper presents a means for overcoming
this difficulty in the design of data base records. A metric with which to
measure the similarity of usage among data items is developed and used by a
clustering algorithm to reduce the space of alternative designs to a point
where solution is economically feasible.
Copyright © 1975 by the ACM,
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BibTeX
Printed Edition
Douglas S. Kerr (Ed.):
Proceedings of the International Conference on Very Large Data Bases, September 22-24, 1975, Framingham, Massachusetts, USA.
ACM 1975
Contents BibTeX
References
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- John Shepherd, Banchong Harangsri, Hwee Ling Chen, Anne H. H. Ngu:
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DASFAA 1995: 380-387
- Gultekin Özsoyoglu, Aladdin Hafez:
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- Shamkant B. Navathe, Minyoung Ra:
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SIGMOD Conference 1989: 440-450
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- Shamkant B. Navathe, Stefano Ceri, Gio Wiederhold, Jinglie Dou:
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- Salvatore T. March, Gary D. Scudder:
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- Salvatore T. March:
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- Clement T. Yu, M. K. Siu, K. Lam, C. H. Chen:
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VLDB 1981: 182-198
- Don S. Batory:
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ACM Trans. Database Syst. 4(4): 531-544(1979)
- M. J. Turner, R. Hammond, P. Cotton:
A DBMS for Large Statistical Databases.
VLDB 1979: 319-327
- Michael Hammer, Bahram Niamir:
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SIGMOD Conference 1979: 93-101
- Mario Schkolnick:
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VLDB 1978: 474-487
- Mario Schkolnick:
A Clustering Algorithm for Hierarchical Structures.
ACM Trans. Database Syst. 2(1): 27-44(1977)
- Beverly K. Kahn:
A Method for Describing Information Required by the Database Design Process.
SIGMOD Conference 1976: 53-64
BibTeX
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